The small, discreet notification, a little pop-up at the corner of her phone, sent a jolt of exhilaration through Emily. Ms. Chen, her music teacher, who she’d spent hours hoping would notice her, was suddenly following her. She blinked several times.

Emily felt a jumble of emotions: pride, fear, excitement. She scrambled to look through her page. She had posted a video of her singing, hoping for some attention. Now she was certain Ms. Chen had seen it.

The next day in class, she felt like she was floating. Every note she played on the piano seemed sharper, clearer. She imagined Ms. Chen listening to her every melody. She was utterly engrossed in her music.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion awestruck. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 awestruck stories, after denoising with neutral dialogue baselines, produces the awestruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the awestruck vector is projected through the unembedding matrix.

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238